Table 2 Studies on Heart Disease Prediction using WARM
From: A novel approach for heart disease prediction using strength scores with significant predictors
Authors | Technique | No of Features Used | Evaluation Metric | Score | Dataset |
|---|---|---|---|---|---|
Ibrahim and Sivabalakrishnan [19] | Random Walk Memetic Algo with WARM | 13 | Precision | 92% | UCI |
Ibrahim and Sivabalakrishnan [18] | WARM | 13 | Confidence | 67% | UCI |
Kharya et al. [25] | WARM with Bayesian Belief Network | 4 | NA | NA | NA |
Chauhan et al.[11] | WARM | 13 | Accuracy | 60.4% | UCI |
Sundar et al. [50] | WARM | 13 | Confidence | 84% | UCI |
Soni et al. [46] | WARM | 13 | Confidence | 80% | UCI |
Soni and Vyas [48] | WARM | 13 | Confidence | 79.5% | UCI |